Recent trends in mathematical expressions recognition: An LDA-based analysis

V Kukreja - Expert Systems with Applications, 2023 - Elsevier
Context Although recognition works on mathematical expressions have been explored for
four decades, the current literature and trends are varied and frequently influenced by …

[HTML][HTML] Opportunities and challenges of text mining in materials research

O Kononova, T He, H Huo, A Trewartha, EA Olivetti… - Iscience, 2021 - cell.com
Research publications are the major repository of scientific knowledge. However, their
unstructured and highly heterogenous format creates a significant obstacle to large-scale …

Syntax-aware network for handwritten mathematical expression recognition

Y Yuan, X Liu, W Dikubab, H Liu, Z Ji… - Proceedings of the …, 2022 - openaccess.thecvf.com
Handwritten mathematical expression recognition (HMER) is a challenging task that has
many potential applications. Recent methods for HMER have achieved outstanding …

ICDAR 2019 CROHME+ TFD: Competition on recognition of handwritten mathematical expressions and typeset formula detection

M Mahdavi, R Zanibbi, H Mouchere… - 2019 International …, 2019 - ieeexplore.ieee.org
We summarize the tasks, protocol, and outcome for the 6th Competition on Recognition of
Handwritten Mathematical Expressions (CROHME), which includes a new formula detection …

Handwritten mathematical expression recognition via paired adversarial learning

JW Wu, F Yin, YM Zhang, XY Zhang, CL Liu - International Journal of …, 2020 - Springer
Recognition of handwritten mathematical expressions (MEs) is an important problem that
has wide applications in practice. Handwritten ME recognition is challenging due to the …

ICFHR2016 CROHME: Competition on recognition of online handwritten mathematical expressions

H Mouchère, C Viard-Gaudin… - … on Frontiers in …, 2016 - ieeexplore.ieee.org
This paper presents an overview of the 5th Competition on Recognition of Online
Handwritten Mathematical Expressions (CROHME). As in previous years, the main task is …

Track, attend, and parse (tap): An end-to-end framework for online handwritten mathematical expression recognition

J Zhang, J Du, L Dai - IEEE Transactions on Multimedia, 2018 - ieeexplore.ieee.org
In this paper, we introduce Track, Attend, and Parse (TAP), an end-to-end approach based
on neural networks for online handwritten mathematical expression recognition (OHMER) …

A survey on handwritten mathematical expression recognition: The rise of encoder-decoder and GNN models

TN Truong, CT Nguyen, R Zanibbi, H Mouchère… - Pattern Recognition, 2024 - Elsevier
Recognition of handwritten mathematical expressions (HMEs) has attracted growing interest
due to steady progress in handwriting recognition techniques and the rapid emergence of …

A tree-structured decoder for image-to-markup generation

J Zhang, J Du, Y Yang, YZ Song… - … on Machine Learning, 2020 - proceedings.mlr.press
Recent encoder-decoder approaches typically employ string decoders to convert images
into serialized strings for image-to-markup. However, for tree-structured representational …

Dataset of solution-based inorganic materials synthesis procedures extracted from the scientific literature

Z Wang, O Kononova, K Cruse, T He, H Huo, Y Fei… - Scientific data, 2022 - nature.com
The development of a materials synthesis route is usually based on heuristics and
experience. A possible new approach would be to apply data-driven approaches to learn …